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Published in 2018 at "Cybernetics and Systems Analysis"
DOI: 10.1007/s10559-018-0090-4
Abstract: This paper considers generalized neural elements and identifies the conditions for implementation of functions of algebra of logic from these elements. We introduce the concept of a modified core of Boolean functions with respect to…
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Keywords:
cores generalized;
algebraic properties;
properties cores;
generalized neural ... See more keywords
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Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3139633
Abstract: The asymptotic stability and extended dissipativity performance of T-S fuzzy generalized neural networks (GNNs) with mixed interval time-varying delays are investigated in this paper. It is noted that this is the first time that extended…
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Keywords:
dissipativity;
time;
dissipativity performance;
generalized neural ... See more keywords
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Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3159625
Abstract: This article studies the stability problem of generalized neural networks (GNNs) with time-varying delay. The delay has two cases: the first case is that the delay's derivative has only upper bound, the other case has…
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Keywords:
neural networks;
generalized neural;
improved stability;
stability ... See more keywords